Predicting Future Total Fertility Rates for Haiti Using Artificial Neural Networks
Abstract
This study intended
to predict future total fertility rates (TFRs) for Haiti from 2019 to 2030
using Artificial Neural Networks. Data on Haiti’s TFRs from 1960 to 2018 which
was obtained from the World Bank Online database was used. The future TFRs are
predicted to fall throughout the out of sample period from 3.1 in 2019 to 2.9
in 2030.
Country : Zimbabwe
1 Dr. Smartson. P. NYONI2 Tatenda. A. CHIHOHO3 Thabani NYONI
ZICHIRe Project, University of Zimbabwe, Harare, Zimbabwe
Independent Health Economist, Zimbabwe
SAGIT Innovation Center, Harare, Zimbabwe
IRJIET, Volume 5, Issue 8, August 2021 pp. 302-306
Allman, J.
(1979). Fertility, mortality, migration and family planning in Haiti,
Population Studies, 33(3), 505-521.
Allman, J.
(1982). Fertility and family planning in Haiti, Studies in Family Planning,
13(8/9), 237-245.
Basten et
al. (2013). Future fertility in low fertility countries, Vienna Institute of
Demography Working Papers, 5(2013).
Berggren,
G., Murthy, N., & Williams, S. J. (1974). Rural Haitian women: An analysis
of fertility rates, Social Biology, 21(4), 368-378.
De
Sherbinin, A. (1996). Human security and fertility: The case of Haiti, Journal
of Environment and Development, 5(1), 28-45.
Eickelman,
C. (1993). Fertility and social change in Oman: Women’s perspectives, The
Middle East Journal, 47(4), 652-666.
Gurbansoltan
Eje Clinical Medical Centre for Maternal and Child Health. (2001). Demographic
Health Survey 2000.
Henry, E.,
& Juraqulova, Z. H. (2020). Family planning in the Republic of Tajikistan:
A narrative review from Soviet times to 2017, Central Asian Journal of Global
Health, 9(1).
Nedoluzhko,
L. (2012). Achieved Fertility and Fertility Intentions among Ethnic Groups in
Central Asia: Kyrgyzstan, Tajikistan and Uzbekistan Compared, Stockholm
Research Reports in Demography, 2012:4.
Rasheed, N.
M., & Tashtoush, M. A. (2021). The fertility and its relation with some
demographic, economic and social variables in Jordan, Turkish Journal of
Computer and Mathematics Education, 12(11), 5088-5095.
Turker, G.
(1996). Haiti: Unions, Fertility and the quest for survival, Social Science and
Medicine, 43(9), 1379-1387.
United
Nations Department of Economic and Social Affairs, Population Division. (2020).
World Fertility and Family Planning 2020: Highlights (ST/ESA/SER.A/440).